IRIS
Investment Research Operating System
by Reckoning Machines
Work the way you think.
IRIS is where institutional investment research lives.
Models, Methods, evidence, reports, decisions, and memory remain connected in one repository.
Figure 1 The Research Velocity Flywheel The operating model behind IRIS.
IRIS reduces the time between a question and a decision. Each research cycle preserves the context, evidence, and judgment required for the next one.
Start with the model.
Search is the front door. Open a company, model, question, or research surface without managing files.
Work in the model.
Keep the familiar grid and familiar formulas, but attach assumptions, outputs, evidence, formulas, and reasoning to the model itself.
The spreadsheet stays familiar. The context becomes durable.
METHOD
Teach IRIS how your team works.
One formula. One Method. Preserved forever.
Methods are reusable analytical procedures.
They preserve not only what your analysts concluded, but how they reached the conclusion.
Every execution strengthens institutional memory.
Ask the model.
Research Rail is the analyst interface to the repository.
- Why?
- What changed?
- What stands out?
- Have we believed this before?
- Remember this.
- What if margin were 5%?
- Write the report.
Ask questions. Run research. Test scenarios. Build memory.
Meeting Mode puts IRIS on your phone. You don't need Excel to understand a model. You need the repository.
Turn work into communication.
Reports are emitted from model work. The explanation stays attached to the assumptions, outputs, evidence, and changes that produced it.
Preserve what changed.
The timeline keeps institutional memory: what changed, when it changed, and why it mattered. Every decision becomes part of the model's history.
Serious research teams move faster when the model remembers.
One repository.
One timeline.
One Research Rail.
One model.
Everything stays connected.